Overview
Brought to you by YData
Dataset statistics
| Number of variables | 22 |
|---|---|
| Number of observations | 328 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 58.9 KiB |
| Average record size in memory | 184.0 B |
Variable types
| Numeric | 17 |
|---|---|
| Categorical | 3 |
| Boolean | 2 |
Cloud3pm is highly overall correlated with Cloud9am and 2 other fields | High correlation |
Cloud9am is highly overall correlated with Cloud3pm and 2 other fields | High correlation |
Evaporation is highly overall correlated with Humidity9am and 4 other fields | High correlation |
Humidity3pm is highly overall correlated with Cloud3pm and 4 other fields | High correlation |
Humidity9am is highly overall correlated with Evaporation and 1 other fields | High correlation |
MaxTemp is highly overall correlated with Evaporation and 4 other fields | High correlation |
MinTemp is highly overall correlated with Evaporation and 5 other fields | High correlation |
Pressure3pm is highly overall correlated with MinTemp and 2 other fields | High correlation |
Pressure9am is highly overall correlated with MinTemp and 2 other fields | High correlation |
RISK_MM is highly overall correlated with RainTomorrow | High correlation |
RainToday is highly overall correlated with Rainfall | High correlation |
RainTomorrow is highly overall correlated with RISK_MM | High correlation |
Rainfall is highly overall correlated with RainToday | High correlation |
Sunshine is highly overall correlated with Cloud3pm and 3 other fields | High correlation |
Temp3pm is highly overall correlated with Evaporation and 4 other fields | High correlation |
Temp9am is highly overall correlated with Evaporation and 4 other fields | High correlation |
WindGustSpeed is highly overall correlated with Pressure9am and 1 other fields | High correlation |
WindSpeed3pm is highly overall correlated with WindGustSpeed | High correlation |
Rainfall has 234 (71.3%) zeros | Zeros |
Sunshine has 8 (2.4%) zeros | Zeros |
Cloud9am has 30 (9.1%) zeros | Zeros |
Cloud3pm has 6 (1.8%) zeros | Zeros |
RISK_MM has 236 (72.0%) zeros | Zeros |
Reproduction
| Analysis started | 2024-11-09 07:35:27.209271 |
|---|---|
| Analysis finished | 2024-11-09 07:35:48.163506 |
| Duration | 20.95 seconds |
| Software version | ydata-profiling vv4.12.0 |
| Download configuration | config.json |
Variables
MinTemp
Real number (ℝ)
High correlation 
| Distinct | 170 |
|---|---|
| Distinct (%) | 51.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.7429878 |
| Minimum | -5.3 |
|---|---|
| Maximum | 20.9 |
| Zeros | 1 |
| Zeros (%) | 0.3% |
| Negative | 36 |
| Negative (%) | 11.0% |
| Memory size | 5.1 KiB |
Quantile statistics
| Minimum | -5.3 |
|---|---|
| 5-th percentile | -1.73 |
| Q1 | 2.85 |
| median | 7.9 |
| Q3 | 12.8 |
| 95-th percentile | 16.565 |
| Maximum | 20.9 |
| Range | 26.2 |
| Interquartile range (IQR) | 9.95 |
Descriptive statistics
| Standard deviation | 5.9451992 |
|---|---|
| Coefficient of variation (CV) | 0.7678172 |
| Kurtosis | -1.0678733 |
| Mean | 7.7429878 |
| Median Absolute Deviation (MAD) | 4.9 |
| Skewness | -0.073658037 |
| Sum | 2539.7 |
| Variance | 35.345394 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.4 | 6 | 1.8% |
| 15.1 | 5 | 1.5% |
| 2.3 | 5 | 1.5% |
| 2.4 | 5 | 1.5% |
| 8.3 | 5 | 1.5% |
| 3.2 | 5 | 1.5% |
| 0.5 | 5 | 1.5% |
| 12.1 | 4 | 1.2% |
| -0.9 | 4 | 1.2% |
| 15.4 | 4 | 1.2% |
| Other values (160) | 280 |
| Value | Count | Frequency (%) |
| -5.3 | 1 | |
| -3.7 | 2 | |
| -3.5 | 2 | |
| -3.4 | 1 | |
| -3.1 | 1 | |
| -2.9 | 1 | |
| -2.7 | 1 | |
| -2.6 | 1 | |
| -2.5 | 1 | |
| -2.3 | 1 |
| Value | Count | Frequency (%) |
| 20.9 | 1 | |
| 19.9 | 1 | |
| 18.2 | 1 | |
| 18 | 1 | |
| 17.9 | 2 | |
| 17.6 | 1 | |
| 17.5 | 2 | |
| 17.2 | 2 | |
| 17.1 | 1 | |
| 17 | 1 |
MaxTemp
Real number (ℝ)
High correlation 
| Distinct | 175 |
|---|---|
| Distinct (%) | 53.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.897561 |
| Minimum | 7.6 |
|---|---|
| Maximum | 35.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.1 KiB |
Quantile statistics
| Minimum | 7.6 |
|---|---|
| 5-th percentile | 11.3 |
| Q1 | 15.5 |
| median | 20.4 |
| Q3 | 25.8 |
| 95-th percentile | 33.4 |
| Maximum | 35.8 |
| Range | 28.2 |
| Interquartile range (IQR) | 10.3 |
Descriptive statistics
| Standard deviation | 6.7073099 |
|---|---|
| Coefficient of variation (CV) | 0.32096138 |
| Kurtosis | -0.7517544 |
| Mean | 20.897561 |
| Median Absolute Deviation (MAD) | 5.25 |
| Skewness | 0.29735044 |
| Sum | 6854.4 |
| Variance | 44.988006 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14.8 | 5 | 1.5% |
| 18.9 | 5 | 1.5% |
| 11.6 | 5 | 1.5% |
| 14.7 | 5 | 1.5% |
| 24.3 | 4 | 1.2% |
| 18 | 4 | 1.2% |
| 18.5 | 4 | 1.2% |
| 16.7 | 4 | 1.2% |
| 20.9 | 4 | 1.2% |
| 21 | 4 | 1.2% |
| Other values (165) | 284 |
| Value | Count | Frequency (%) |
| 7.6 | 1 | |
| 8.4 | 1 | |
| 8.7 | 1 | |
| 8.8 | 1 | |
| 9.3 | 1 | |
| 9.6 | 1 | |
| 9.7 | 2 | |
| 10.4 | 1 | |
| 10.6 | 1 | |
| 10.7 | 2 |
| Value | Count | Frequency (%) |
| 35.8 | 1 | 0.3% |
| 35.7 | 1 | 0.3% |
| 35.2 | 1 | 0.3% |
| 35 | 2 | |
| 34.9 | 1 | 0.3% |
| 34.7 | 1 | 0.3% |
| 34.2 | 2 | |
| 34.1 | 1 | 0.3% |
| 33.9 | 2 | |
| 33.8 | 3 |
Rainfall
Real number (ℝ)
High correlation  Zeros 
| Distinct | 44 |
|---|---|
| Distinct (%) | 13.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.4408537 |
| Minimum | 0 |
|---|---|
| Maximum | 39.8 |
| Zeros | 234 |
| Zeros (%) | 71.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.2 |
| 95-th percentile | 8.72 |
| Maximum | 39.8 |
| Range | 39.8 |
| Interquartile range (IQR) | 0.2 |
Descriptive statistics
| Standard deviation | 4.2894268 |
|---|---|
| Coefficient of variation (CV) | 2.9770038 |
| Kurtosis | 27.611392 |
| Mean | 1.4408537 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.6798453 |
| Sum | 472.6 |
| Variance | 18.399182 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 234 | |
| 0.2 | 15 | 4.6% |
| 0.6 | 6 | 1.8% |
| 0.4 | 5 | 1.5% |
| 0.8 | 4 | 1.2% |
| 4 | 3 | 0.9% |
| 1 | 3 | 0.9% |
| 1.8 | 3 | 0.9% |
| 2 | 3 | 0.9% |
| 3.4 | 3 | 0.9% |
| Other values (34) | 49 | 14.9% |
| Value | Count | Frequency (%) |
| 0 | 234 | |
| 0.2 | 15 | 4.6% |
| 0.4 | 5 | 1.5% |
| 0.6 | 6 | 1.8% |
| 0.8 | 4 | 1.2% |
| 1 | 3 | 0.9% |
| 1.2 | 3 | 0.9% |
| 1.4 | 2 | 0.6% |
| 1.6 | 2 | 0.6% |
| 1.8 | 3 | 0.9% |
| Value | Count | Frequency (%) |
| 39.8 | 1 | |
| 25.8 | 1 | |
| 22.6 | 1 | |
| 19.8 | 1 | |
| 19.2 | 1 | |
| 18.8 | 1 | |
| 17.4 | 2 | |
| 16.2 | 2 | |
| 14.4 | 1 | |
| 12.2 | 1 |
Evaporation
Real number (ℝ)
High correlation 
| Distinct | 55 |
|---|---|
| Distinct (%) | 16.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.702439 |
| Minimum | 0.2 |
|---|---|
| Maximum | 13.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.1 KiB |
Quantile statistics
| Minimum | 0.2 |
|---|---|
| 5-th percentile | 1.2 |
| Q1 | 2.55 |
| median | 4.4 |
| Q3 | 6.6 |
| 95-th percentile | 9.53 |
| Maximum | 13.8 |
| Range | 13.6 |
| Interquartile range (IQR) | 4.05 |
Descriptive statistics
| Standard deviation | 2.6811826 |
|---|---|
| Coefficient of variation (CV) | 0.5701685 |
| Kurtosis | -0.21605423 |
| Mean | 4.702439 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.59835187 |
| Sum | 1542.4 |
| Variance | 7.1887402 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.8 | 18 | 5.5% |
| 2.2 | 15 | 4.6% |
| 2.6 | 13 | 4.0% |
| 1.4 | 12 | 3.7% |
| 1.6 | 12 | 3.7% |
| 6.6 | 12 | 3.7% |
| 3.4 | 11 | 3.4% |
| 4.4 | 10 | 3.0% |
| 2.4 | 10 | 3.0% |
| 1.8 | 9 | 2.7% |
| Other values (45) | 206 |
| Value | Count | Frequency (%) |
| 0.2 | 2 | 0.6% |
| 0.6 | 4 | 1.2% |
| 0.8 | 4 | 1.2% |
| 1 | 2 | 0.6% |
| 1.2 | 6 | 1.8% |
| 1.4 | 12 | |
| 1.6 | 12 | |
| 1.8 | 9 | |
| 2 | 6 | 1.8% |
| 2.2 | 15 |
| Value | Count | Frequency (%) |
| 13.8 | 1 | 0.3% |
| 12.6 | 1 | 0.3% |
| 12.4 | 1 | 0.3% |
| 11.6 | 1 | 0.3% |
| 11.4 | 1 | 0.3% |
| 10.4 | 4 | |
| 10.2 | 1 | 0.3% |
| 10 | 3 | |
| 9.6 | 4 | |
| 9.4 | 5 |
Sunshine
Real number (ℝ)
High correlation  Zeros 
| Distinct | 112 |
|---|---|
| Distinct (%) | 34.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.014939 |
| Minimum | 0 |
|---|---|
| Maximum | 13.6 |
| Zeros | 8 |
| Zeros (%) | 2.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.6 |
| Q1 | 6 |
| median | 8.75 |
| Q3 | 10.7 |
| 95-th percentile | 12.6 |
| Maximum | 13.6 |
| Range | 13.6 |
| Interquartile range (IQR) | 4.7 |
Descriptive statistics
| Standard deviation | 3.5066459 |
|---|---|
| Coefficient of variation (CV) | 0.43751373 |
| Kurtosis | -0.26692221 |
| Mean | 8.014939 |
| Median Absolute Deviation (MAD) | 2.25 |
| Skewness | -0.7371285 |
| Sum | 2628.9 |
| Variance | 12.296565 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8.4 | 8 | 2.4% |
| 0 | 8 | 2.4% |
| 8.1 | 7 | 2.1% |
| 11 | 7 | 2.1% |
| 5.6 | 7 | 2.1% |
| 9.9 | 6 | 1.8% |
| 10.2 | 6 | 1.8% |
| 8.9 | 6 | 1.8% |
| 10.8 | 6 | 1.8% |
| 11.1 | 6 | 1.8% |
| Other values (102) | 261 |
| Value | Count | Frequency (%) |
| 0 | 8 | |
| 0.1 | 1 | 0.3% |
| 0.2 | 1 | 0.3% |
| 0.3 | 1 | 0.3% |
| 0.4 | 2 | 0.6% |
| 0.5 | 2 | 0.6% |
| 0.6 | 3 | 0.9% |
| 0.7 | 1 | 0.3% |
| 0.8 | 3 | 0.9% |
| 0.9 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 13.6 | 2 | |
| 13.5 | 1 | 0.3% |
| 13.3 | 1 | 0.3% |
| 13.2 | 2 | |
| 13.1 | 1 | 0.3% |
| 13 | 4 | |
| 12.8 | 2 | |
| 12.7 | 3 | |
| 12.6 | 4 | |
| 12.5 | 2 |
WindGustDir
Categorical
| Distinct | 16 |
|---|---|
| Distinct (%) | 4.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.1 KiB |
| NW | |
|---|---|
| NNW | |
| E | |
| WNW | |
| ENE | |
| Other values (11) |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2.1615854 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | NW |
|---|---|
| 2nd row | ENE |
| 3rd row | NW |
| 4th row | NW |
| 5th row | SSE |
Common Values
| Value | Count | Frequency (%) |
| NW | 64 | |
| NNW | 35 | |
| E | 34 | |
| WNW | 32 | |
| ENE | 29 | |
| ESE | 23 | 7.0% |
| S | 21 | 6.4% |
| N | 21 | 6.4% |
| NE | 15 | 4.6% |
| W | 15 | 4.6% |
| Other values (6) | 39 |
Length
| Value | Count | Frequency (%) |
| nw | 64 | |
| nnw | 35 | |
| e | 34 | |
| wnw | 32 | |
| ene | 29 | |
| ese | 23 | 7.0% |
| s | 21 | 6.4% |
| n | 21 | 6.4% |
| ne | 15 | 4.6% |
| w | 15 | 4.6% |
| Other values (6) | 39 |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 245 | |
| W | 189 | |
| E | 183 | |
| S | 92 | 13.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 709 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 245 | |
| W | 189 | |
| E | 183 | |
| S | 92 | 13.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 709 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| N | 245 | |
| W | 189 | |
| E | 183 | |
| S | 92 | 13.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 709 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| N | 245 | |
| W | 189 | |
| E | 183 | |
| S | 92 | 13.0% |
WindGustSpeed
Real number (ℝ)
High correlation 
| Distinct | 35 |
|---|---|
| Distinct (%) | 10.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40.396341 |
| Minimum | 13 |
|---|---|
| Maximum | 98 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.1 KiB |
Quantile statistics
| Minimum | 13 |
|---|---|
| 5-th percentile | 20.7 |
| Q1 | 31 |
| median | 39 |
| Q3 | 46 |
| 95-th percentile | 65 |
| Maximum | 98 |
| Range | 85 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 13.132176 |
|---|---|
| Coefficient of variation (CV) | 0.32508331 |
| Kurtosis | 1.5948709 |
| Mean | 40.396341 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.89156193 |
| Sum | 13250 |
| Variance | 172.45405 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 39 | 31 | 9.5% |
| 41 | 29 | 8.8% |
| 31 | 25 | 7.6% |
| 35 | 22 | 6.7% |
| 30 | 21 | 6.4% |
| 46 | 21 | 6.4% |
| 33 | 19 | 5.8% |
| 43 | 16 | 4.9% |
| 44 | 15 | 4.6% |
| 48 | 15 | 4.6% |
| Other values (25) | 114 |
| Value | Count | Frequency (%) |
| 13 | 1 | 0.3% |
| 15 | 2 | 0.6% |
| 17 | 6 | 1.8% |
| 20 | 8 | 2.4% |
| 22 | 7 | 2.1% |
| 24 | 4 | 1.2% |
| 26 | 9 | 2.7% |
| 28 | 13 | |
| 30 | 21 | |
| 31 | 25 |
| Value | Count | Frequency (%) |
| 98 | 1 | 0.3% |
| 85 | 1 | 0.3% |
| 83 | 1 | 0.3% |
| 80 | 1 | 0.3% |
| 78 | 2 | 0.6% |
| 76 | 2 | 0.6% |
| 70 | 4 | |
| 69 | 1 | 0.3% |
| 67 | 1 | 0.3% |
| 65 | 6 |
WindDir9am
Categorical
| Distinct | 16 |
|---|---|
| Distinct (%) | 4.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.1 KiB |
| SE | |
|---|---|
| SSE | |
| NNW | |
| N | |
| NW | |
| Other values (11) |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2.2195122 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | SW |
|---|---|
| 2nd row | E |
| 3rd row | N |
| 4th row | WNW |
| 5th row | SSE |
Common Values
| Value | Count | Frequency (%) |
| SE | 47 | |
| SSE | 38 | |
| NNW | 36 | |
| N | 30 | |
| NW | 30 | |
| ESE | 29 | |
| S | 26 | |
| E | 20 | |
| SSW | 17 | 5.2% |
| WNW | 16 | 4.9% |
| Other values (6) | 39 |
Length
| Value | Count | Frequency (%) |
| se | 47 | |
| sse | 38 | |
| nnw | 36 | |
| n | 30 | |
| nw | 30 | |
| ese | 29 | |
| s | 26 | |
| e | 20 | |
| ssw | 17 | 5.2% |
| wnw | 16 | 4.9% |
| Other values (6) | 39 |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 224 | |
| E | 190 | |
| N | 174 | |
| W | 140 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 728 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 224 | |
| E | 190 | |
| N | 174 | |
| W | 140 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 728 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| S | 224 | |
| E | 190 | |
| N | 174 | |
| W | 140 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 728 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| S | 224 | |
| E | 190 | |
| N | 174 | |
| W | 140 |
WindDir3pm
Categorical
| Distinct | 16 |
|---|---|
| Distinct (%) | 4.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.1 KiB |
| NW | |
|---|---|
| WNW | |
| NNW | |
| N | |
| ESE | |
| Other values (11) |
Length
| Max length | 3 |
|---|---|
| Median length | 2.5 |
| Mean length | 2.2530488 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | NW |
|---|---|
| 2nd row | W |
| 3rd row | NNE |
| 4th row | W |
| 5th row | ESE |
Common Values
| Value | Count | Frequency (%) |
| NW | 55 | |
| WNW | 53 | |
| NNW | 39 | |
| N | 27 | |
| ESE | 26 | |
| W | 24 | |
| E | 17 | 5.2% |
| NNE | 14 | 4.3% |
| NE | 13 | 4.0% |
| S | 13 | 4.0% |
| Other values (6) | 47 |
Length
| Value | Count | Frequency (%) |
| nw | 55 | |
| wnw | 53 | |
| nnw | 39 | |
| n | 27 | |
| ese | 26 | |
| w | 24 | |
| e | 17 | 5.2% |
| nne | 14 | 4.3% |
| ne | 13 | 4.0% |
| s | 13 | 4.0% |
| Other values (6) | 47 |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 264 | |
| W | 253 | |
| E | 134 | |
| S | 88 | 11.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 739 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 264 | |
| W | 253 | |
| E | 134 | |
| S | 88 | 11.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 739 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| N | 264 | |
| W | 253 | |
| E | 134 | |
| S | 88 | 11.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 739 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| N | 264 | |
| W | 253 | |
| E | 134 | |
| S | 88 | 11.9% |
WindSpeed9am
Real number (ℝ)
| Distinct | 21 |
|---|---|
| Distinct (%) | 6.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.414634 |
| Minimum | 2 |
|---|---|
| Maximum | 41 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.1 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 6 |
| median | 7 |
| Q3 | 13 |
| 95-th percentile | 28 |
| Maximum | 41 |
| Range | 39 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 7.8115436 |
|---|---|
| Coefficient of variation (CV) | 0.75005454 |
| Kurtosis | 1.5352321 |
| Mean | 10.414634 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.430616 |
| Sum | 3416 |
| Variance | 61.020213 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 75 | |
| 7 | 52 | |
| 2 | 34 | |
| 9 | 28 | 8.5% |
| 4 | 25 | 7.6% |
| 11 | 19 | 5.8% |
| 13 | 17 | 5.2% |
| 20 | 14 | 4.3% |
| 15 | 13 | 4.0% |
| 17 | 8 | 2.4% |
| Other values (11) | 43 |
| Value | Count | Frequency (%) |
| 2 | 34 | |
| 4 | 25 | 7.6% |
| 6 | 75 | |
| 7 | 52 | |
| 9 | 28 | 8.5% |
| 11 | 19 | 5.8% |
| 13 | 17 | 5.2% |
| 15 | 13 | 4.0% |
| 17 | 8 | 2.4% |
| 19 | 7 | 2.1% |
| Value | Count | Frequency (%) |
| 41 | 1 | 0.3% |
| 39 | 1 | 0.3% |
| 35 | 1 | 0.3% |
| 33 | 1 | 0.3% |
| 31 | 6 | |
| 30 | 5 | |
| 28 | 4 | |
| 26 | 6 | |
| 24 | 7 | |
| 22 | 4 |
WindSpeed3pm
Real number (ℝ)
High correlation 
| Distinct | 24 |
|---|---|
| Distinct (%) | 7.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.185976 |
| Minimum | 4 |
|---|---|
| Maximum | 52 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.1 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 11 |
| median | 17 |
| Q3 | 24 |
| 95-th percentile | 33 |
| Maximum | 52 |
| Range | 48 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 8.9267586 |
|---|---|
| Coefficient of variation (CV) | 0.49085949 |
| Kurtosis | 0.26558799 |
| Mean | 18.185976 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.64610625 |
| Sum | 5965 |
| Variance | 79.68702 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 11 | 29 | 8.8% |
| 9 | 27 | 8.2% |
| 13 | 27 | 8.2% |
| 7 | 26 | 7.9% |
| 20 | 25 | 7.6% |
| 24 | 21 | 6.4% |
| 17 | 21 | 6.4% |
| 19 | 20 | 6.1% |
| 28 | 19 | 5.8% |
| 15 | 19 | 5.8% |
| Other values (14) | 94 |
| Value | Count | Frequency (%) |
| 4 | 2 | 0.6% |
| 6 | 17 | |
| 7 | 26 | |
| 9 | 27 | |
| 11 | 29 | |
| 13 | 27 | |
| 15 | 19 | |
| 17 | 21 | |
| 19 | 20 | |
| 20 | 25 |
| Value | Count | Frequency (%) |
| 52 | 1 | 0.3% |
| 50 | 1 | 0.3% |
| 48 | 1 | 0.3% |
| 41 | 2 | 0.6% |
| 39 | 1 | 0.3% |
| 37 | 3 | 0.9% |
| 35 | 3 | 0.9% |
| 33 | 7 | |
| 31 | 8 | |
| 30 | 14 |
Humidity9am
Real number (ℝ)
High correlation 
| Distinct | 60 |
|---|---|
| Distinct (%) | 18.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 71.10061 |
| Minimum | 36 |
|---|---|
| Maximum | 99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.1 KiB |
Quantile statistics
| Minimum | 36 |
|---|---|
| 5-th percentile | 47 |
| Q1 | 63 |
| median | 71 |
| Q3 | 80 |
| 95-th percentile | 93 |
| Maximum | 99 |
| Range | 63 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 12.983367 |
|---|---|
| Coefficient of variation (CV) | 0.18260557 |
| Kurtosis | -0.14562214 |
| Mean | 71.10061 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -0.091998537 |
| Sum | 23321 |
| Variance | 168.56783 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 69 | 17 | 5.2% |
| 70 | 16 | 4.9% |
| 74 | 14 | 4.3% |
| 60 | 12 | 3.7% |
| 76 | 12 | 3.7% |
| 72 | 11 | 3.4% |
| 80 | 11 | 3.4% |
| 68 | 11 | 3.4% |
| 82 | 11 | 3.4% |
| 66 | 10 | 3.0% |
| Other values (50) | 203 |
| Value | Count | Frequency (%) |
| 36 | 1 | 0.3% |
| 38 | 1 | 0.3% |
| 41 | 1 | 0.3% |
| 42 | 1 | 0.3% |
| 43 | 3 | |
| 44 | 5 | |
| 45 | 2 | 0.6% |
| 46 | 1 | 0.3% |
| 47 | 3 | |
| 48 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 99 | 6 | |
| 97 | 2 | 0.6% |
| 96 | 1 | 0.3% |
| 95 | 4 | |
| 94 | 3 | 0.9% |
| 93 | 2 | 0.6% |
| 92 | 8 | |
| 91 | 3 | 0.9% |
| 90 | 4 | |
| 89 | 4 |
Humidity3pm
Real number (ℝ)
High correlation 
| Distinct | 71 |
|---|---|
| Distinct (%) | 21.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 44.003049 |
| Minimum | 13 |
|---|---|
| Maximum | 93 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.1 KiB |
Quantile statistics
| Minimum | 13 |
|---|---|
| 5-th percentile | 20 |
| Q1 | 32 |
| median | 42.5 |
| Q3 | 54 |
| 95-th percentile | 74 |
| Maximum | 93 |
| Range | 80 |
| Interquartile range (IQR) | 22 |
Descriptive statistics
| Standard deviation | 16.605975 |
|---|---|
| Coefficient of variation (CV) | 0.37738237 |
| Kurtosis | -0.11806161 |
| Mean | 44.003049 |
| Median Absolute Deviation (MAD) | 11.5 |
| Skewness | 0.53973195 |
| Sum | 14433 |
| Variance | 275.7584 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 34 | 13 | 4.0% |
| 48 | 12 | 3.7% |
| 35 | 10 | 3.0% |
| 49 | 10 | 3.0% |
| 51 | 10 | 3.0% |
| 42 | 9 | 2.7% |
| 25 | 9 | 2.7% |
| 44 | 9 | 2.7% |
| 43 | 9 | 2.7% |
| 28 | 9 | 2.7% |
| Other values (61) | 228 |
| Value | Count | Frequency (%) |
| 13 | 1 | 0.3% |
| 14 | 1 | 0.3% |
| 15 | 4 | |
| 16 | 3 | |
| 17 | 1 | 0.3% |
| 18 | 4 | |
| 20 | 5 | |
| 21 | 1 | 0.3% |
| 22 | 6 | |
| 23 | 2 | 0.6% |
| Value | Count | Frequency (%) |
| 93 | 1 | 0.3% |
| 90 | 1 | 0.3% |
| 88 | 1 | 0.3% |
| 86 | 3 | |
| 85 | 2 | |
| 82 | 1 | 0.3% |
| 80 | 1 | 0.3% |
| 79 | 1 | 0.3% |
| 78 | 3 | |
| 76 | 2 |
Pressure9am
Real number (ℝ)
High correlation 
| Distinct | 183 |
|---|---|
| Distinct (%) | 55.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1019.35 |
| Minimum | 996.5 |
|---|---|
| Maximum | 1035.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.1 KiB |
Quantile statistics
| Minimum | 996.5 |
|---|---|
| 5-th percentile | 1007.635 |
| Q1 | 1014.8 |
| median | 1019.75 |
| Q3 | 1024.3 |
| 95-th percentile | 1029.36 |
| Maximum | 1035.7 |
| Range | 39.2 |
| Interquartile range (IQR) | 9.5 |
Descriptive statistics
| Standard deviation | 6.7152435 |
|---|---|
| Coefficient of variation (CV) | 0.0065877702 |
| Kurtosis | -0.088998044 |
| Mean | 1019.35 |
| Median Absolute Deviation (MAD) | 4.7 |
| Skewness | -0.33164729 |
| Sum | 334346.8 |
| Variance | 45.094495 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1025.7 | 6 | 1.8% |
| 1023.2 | 6 | 1.8% |
| 1018 | 5 | 1.5% |
| 1017.4 | 5 | 1.5% |
| 1020 | 4 | 1.2% |
| 1027.8 | 4 | 1.2% |
| 1016.8 | 4 | 1.2% |
| 1021 | 4 | 1.2% |
| 1020.8 | 4 | 1.2% |
| 1025.2 | 4 | 1.2% |
| Other values (173) | 282 |
| Value | Count | Frequency (%) |
| 996.5 | 1 | |
| 999.4 | 1 | |
| 1002.1 | 1 | |
| 1003.2 | 1 | |
| 1004 | 1 | |
| 1004.9 | 1 | |
| 1005.1 | 1 | |
| 1005.5 | 1 | |
| 1006.3 | 2 | |
| 1006.6 | 1 |
| Value | Count | Frequency (%) |
| 1035.7 | 1 | |
| 1034.3 | 1 | |
| 1033.6 | 1 | |
| 1033.5 | 1 | |
| 1032.2 | 2 | |
| 1032.1 | 1 | |
| 1031 | 1 | |
| 1030.5 | 2 | |
| 1030.4 | 1 | |
| 1030.3 | 1 |
Pressure3pm
Real number (ℝ)
High correlation 
| Distinct | 184 |
|---|---|
| Distinct (%) | 56.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1016.5308 |
| Minimum | 996.8 |
|---|---|
| Maximum | 1033.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.1 KiB |
Quantile statistics
| Minimum | 996.8 |
|---|---|
| 5-th percentile | 1006.035 |
| Q1 | 1012.4 |
| median | 1016.9 |
| Q3 | 1021.125 |
| 95-th percentile | 1026 |
| Maximum | 1033.2 |
| Range | 36.4 |
| Interquartile range (IQR) | 8.725 |
Descriptive statistics
| Standard deviation | 6.4697742 |
|---|---|
| Coefficient of variation (CV) | 0.006364563 |
| Kurtosis | 0.00091395541 |
| Mean | 1016.5308 |
| Median Absolute Deviation (MAD) | 4.45 |
| Skewness | -0.26750581 |
| Sum | 333422.1 |
| Variance | 41.857979 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1019.3 | 7 | 2.1% |
| 1015 | 4 | 1.2% |
| 1013.7 | 4 | 1.2% |
| 1016.8 | 4 | 1.2% |
| 1014.1 | 4 | 1.2% |
| 1019.1 | 4 | 1.2% |
| 1018.6 | 4 | 1.2% |
| 1019.2 | 4 | 1.2% |
| 1014.9 | 4 | 1.2% |
| 1006.5 | 4 | 1.2% |
| Other values (174) | 285 |
| Value | Count | Frequency (%) |
| 996.8 | 1 | |
| 997.5 | 1 | |
| 997.7 | 1 | |
| 998.9 | 1 | |
| 1001.3 | 1 | |
| 1001.5 | 1 | |
| 1001.8 | 1 | |
| 1003 | 1 | |
| 1003.3 | 1 | |
| 1004 | 1 |
| Value | Count | Frequency (%) |
| 1033.2 | 1 | |
| 1031.9 | 1 | |
| 1031.7 | 1 | |
| 1031.1 | 1 | |
| 1030 | 1 | |
| 1029.6 | 1 | |
| 1028 | 1 | |
| 1027.7 | 1 | |
| 1027.4 | 2 | |
| 1027.2 | 1 |
Cloud9am
Real number (ℝ)
High correlation  Zeros 
| Distinct | 9 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.9054878 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 30 |
| Zeros (%) | 9.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 4 |
| Q3 | 7 |
| 95-th percentile | 8 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 2.9749567 |
|---|---|
| Coefficient of variation (CV) | 0.76173755 |
| Kurtosis | -1.7198825 |
| Mean | 3.9054878 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.078980147 |
| Sum | 1281 |
| Variance | 8.8503673 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 104 | |
| 7 | 75 | |
| 8 | 39 | 11.9% |
| 0 | 30 | 9.1% |
| 6 | 22 | 6.7% |
| 5 | 20 | 6.1% |
| 2 | 15 | 4.6% |
| 3 | 14 | 4.3% |
| 4 | 9 | 2.7% |
| Value | Count | Frequency (%) |
| 0 | 30 | 9.1% |
| 1 | 104 | |
| 2 | 15 | 4.6% |
| 3 | 14 | 4.3% |
| 4 | 9 | 2.7% |
| 5 | 20 | 6.1% |
| 6 | 22 | 6.7% |
| 7 | 75 | |
| 8 | 39 | 11.9% |
| Value | Count | Frequency (%) |
| 8 | 39 | 11.9% |
| 7 | 75 | |
| 6 | 22 | 6.7% |
| 5 | 20 | 6.1% |
| 4 | 9 | 2.7% |
| 3 | 14 | 4.3% |
| 2 | 15 | 4.6% |
| 1 | 104 | |
| 0 | 30 | 9.1% |
Cloud3pm
Real number (ℝ)
High correlation  Zeros 
| Distinct | 9 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 6 |
| Zeros (%) | 1.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 4 |
| Q3 | 7 |
| 95-th percentile | 8 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 2.6521009 |
|---|---|
| Coefficient of variation (CV) | 0.66302522 |
| Kurtosis | -1.6219622 |
| Mean | 4 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.080163124 |
| Sum | 1312 |
| Variance | 7.0336391 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 96 | |
| 7 | 75 | |
| 2 | 34 | 10.4% |
| 6 | 29 | 8.8% |
| 5 | 25 | 7.6% |
| 8 | 23 | 7.0% |
| 3 | 20 | 6.1% |
| 4 | 20 | 6.1% |
| 0 | 6 | 1.8% |
| Value | Count | Frequency (%) |
| 0 | 6 | 1.8% |
| 1 | 96 | |
| 2 | 34 | 10.4% |
| 3 | 20 | 6.1% |
| 4 | 20 | 6.1% |
| 5 | 25 | 7.6% |
| 6 | 29 | 8.8% |
| 7 | 75 | |
| 8 | 23 | 7.0% |
| Value | Count | Frequency (%) |
| 8 | 23 | 7.0% |
| 7 | 75 | |
| 6 | 29 | 8.8% |
| 5 | 25 | 7.6% |
| 4 | 20 | 6.1% |
| 3 | 20 | 6.1% |
| 2 | 34 | 10.4% |
| 1 | 96 | |
| 0 | 6 | 1.8% |
Temp9am
Real number (ℝ)
High correlation 
| Distinct | 168 |
|---|---|
| Distinct (%) | 51.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.815549 |
| Minimum | 0.1 |
|---|---|
| Maximum | 24.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.1 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 3.8 |
| Q1 | 8.175 |
| median | 13.5 |
| Q3 | 17.2 |
| 95-th percentile | 21.465 |
| Maximum | 24.7 |
| Range | 24.6 |
| Interquartile range (IQR) | 9.025 |
Descriptive statistics
| Standard deviation | 5.5425214 |
|---|---|
| Coefficient of variation (CV) | 0.43248412 |
| Kurtosis | -0.88100776 |
| Mean | 12.815549 |
| Median Absolute Deviation (MAD) | 4.45 |
| Skewness | -0.094301244 |
| Sum | 4203.5 |
| Variance | 30.719543 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14 | 6 | 1.8% |
| 15.8 | 5 | 1.5% |
| 15.3 | 5 | 1.5% |
| 17.4 | 5 | 1.5% |
| 7.9 | 5 | 1.5% |
| 5.5 | 4 | 1.2% |
| 8.8 | 4 | 1.2% |
| 6.2 | 4 | 1.2% |
| 13.5 | 4 | 1.2% |
| 15.7 | 4 | 1.2% |
| Other values (158) | 282 |
| Value | Count | Frequency (%) |
| 0.1 | 1 | |
| 0.8 | 1 | |
| 1 | 1 | |
| 1.2 | 1 | |
| 1.4 | 2 | |
| 1.8 | 1 | |
| 2.1 | 1 | |
| 2.6 | 1 | |
| 2.7 | 1 | |
| 3 | 1 |
| Value | Count | Frequency (%) |
| 24.7 | 1 | |
| 24.5 | 1 | |
| 23.8 | 1 | |
| 23.6 | 1 | |
| 23.4 | 1 | |
| 23 | 2 | |
| 22.8 | 1 | |
| 22.5 | 1 | |
| 22.4 | 1 | |
| 22.2 | 2 |
Temp3pm
Real number (ℝ)
High correlation 
| Distinct | 190 |
|---|---|
| Distinct (%) | 57.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.556402 |
| Minimum | 5.1 |
|---|---|
| Maximum | 34.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.1 KiB |
Quantile statistics
| Minimum | 5.1 |
|---|---|
| 5-th percentile | 9.97 |
| Q1 | 14.5 |
| median | 18.85 |
| Q3 | 24.225 |
| 95-th percentile | 31.765 |
| Maximum | 34.5 |
| Range | 29.4 |
| Interquartile range (IQR) | 9.725 |
Descriptive statistics
| Standard deviation | 6.6443111 |
|---|---|
| Coefficient of variation (CV) | 0.3397512 |
| Kurtosis | -0.6703703 |
| Mean | 19.556402 |
| Median Absolute Deviation (MAD) | 4.95 |
| Skewness | 0.26394352 |
| Sum | 6414.5 |
| Variance | 44.14687 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 11.1 | 5 | 1.5% |
| 28.6 | 4 | 1.2% |
| 18.6 | 4 | 1.2% |
| 27 | 4 | 1.2% |
| 15.4 | 4 | 1.2% |
| 16.3 | 4 | 1.2% |
| 12.3 | 4 | 1.2% |
| 16.2 | 4 | 1.2% |
| 16.6 | 4 | 1.2% |
| 26.3 | 4 | 1.2% |
| Other values (180) | 287 |
| Value | Count | Frequency (%) |
| 5.1 | 1 | |
| 5.7 | 1 | |
| 6.9 | 1 | |
| 7.1 | 1 | |
| 7.3 | 1 | |
| 7.8 | 1 | |
| 8 | 1 | |
| 8.1 | 1 | |
| 8.2 | 1 | |
| 8.3 | 1 |
| Value | Count | Frequency (%) |
| 34.5 | 1 | |
| 34.3 | 1 | |
| 34.1 | 1 | |
| 34 | 1 | |
| 33.6 | 1 | |
| 33.1 | 1 | |
| 32.8 | 1 | |
| 32.7 | 2 | |
| 32.3 | 1 | |
| 32.2 | 2 |
RainToday
Boolean
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.9 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 267 | |
| True | 61 | 18.6% |
RISK_MM
Real number (ℝ)
High correlation  Zeros 
| Distinct | 44 |
|---|---|
| Distinct (%) | 13.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.422561 |
| Minimum | 0 |
|---|---|
| Maximum | 39.8 |
| Zeros | 236 |
| Zeros (%) | 72.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.2 |
| 95-th percentile | 8.72 |
| Maximum | 39.8 |
| Range | 39.8 |
| Interquartile range (IQR) | 0.2 |
Descriptive statistics
| Standard deviation | 4.2340231 |
|---|---|
| Coefficient of variation (CV) | 2.9763385 |
| Kurtosis | 28.557778 |
| Mean | 1.422561 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.7230787 |
| Sum | 466.6 |
| Variance | 17.926951 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 236 | |
| 0.2 | 14 | 4.3% |
| 0.4 | 5 | 1.5% |
| 0.8 | 5 | 1.5% |
| 0.6 | 5 | 1.5% |
| 1.8 | 3 | 0.9% |
| 2 | 3 | 0.9% |
| 6.6 | 3 | 0.9% |
| 5.2 | 3 | 0.9% |
| 3.4 | 3 | 0.9% |
| Other values (34) | 48 | 14.6% |
| Value | Count | Frequency (%) |
| 0 | 236 | |
| 0.2 | 14 | 4.3% |
| 0.4 | 5 | 1.5% |
| 0.6 | 5 | 1.5% |
| 0.8 | 5 | 1.5% |
| 1 | 3 | 0.9% |
| 1.2 | 3 | 0.9% |
| 1.4 | 2 | 0.6% |
| 1.6 | 2 | 0.6% |
| 1.8 | 3 | 0.9% |
| Value | Count | Frequency (%) |
| 39.8 | 1 | |
| 25.8 | 1 | |
| 22.6 | 1 | |
| 19.8 | 1 | |
| 18.8 | 1 | |
| 17.4 | 2 | |
| 16.2 | 2 | |
| 14.4 | 1 | |
| 13.2 | 1 | |
| 12.2 | 1 |
RainTomorrow
Boolean
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.9 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 268 | |
| True | 60 | 18.3% |
Interactions
Correlations
| Cloud3pm | Cloud9am | Evaporation | Humidity3pm | Humidity9am | MaxTemp | MinTemp | Pressure3pm | Pressure9am | RISK_MM | RainToday | RainTomorrow | Rainfall | Sunshine | Temp3pm | Temp9am | WindDir3pm | WindDir9am | WindGustDir | WindGustSpeed | WindSpeed3pm | WindSpeed9am | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Cloud3pm | 1.000 | 0.551 | -0.106 | 0.506 | 0.274 | -0.109 | 0.153 | -0.156 | -0.154 | 0.447 | 0.213 | 0.391 | 0.190 | -0.638 | -0.141 | 0.073 | 0.057 | 0.000 | 0.099 | 0.004 | 0.006 | 0.004 |
| Cloud9am | 0.551 | 1.000 | -0.140 | 0.582 | 0.418 | -0.179 | 0.222 | -0.141 | -0.180 | 0.357 | 0.311 | 0.292 | 0.313 | -0.714 | -0.201 | 0.024 | 0.046 | 0.062 | 0.119 | 0.010 | 0.002 | 0.221 |
| Evaporation | -0.106 | -0.140 | 1.000 | -0.419 | -0.512 | 0.692 | 0.642 | -0.403 | -0.384 | 0.016 | 0.000 | 0.000 | -0.111 | 0.395 | 0.676 | 0.703 | 0.000 | 0.023 | 0.135 | 0.290 | 0.003 | 0.033 |
| Humidity3pm | 0.506 | 0.582 | -0.419 | 1.000 | 0.478 | -0.526 | -0.044 | 0.009 | -0.082 | 0.369 | 0.319 | 0.351 | 0.390 | -0.741 | -0.564 | -0.263 | 0.083 | 0.000 | 0.000 | -0.066 | 0.053 | 0.271 |
| Humidity9am | 0.274 | 0.418 | -0.512 | 0.478 | 1.000 | -0.301 | -0.164 | 0.130 | 0.126 | 0.230 | 0.176 | 0.223 | 0.240 | -0.527 | -0.295 | -0.366 | 0.000 | 0.000 | 0.000 | -0.363 | -0.234 | -0.205 |
| MaxTemp | -0.109 | -0.179 | 0.692 | -0.526 | -0.301 | 1.000 | 0.754 | -0.380 | -0.288 | 0.032 | 0.000 | 0.146 | -0.129 | 0.478 | 0.991 | 0.878 | 0.071 | 0.091 | 0.130 | 0.082 | -0.253 | -0.258 |
| MinTemp | 0.153 | 0.222 | 0.642 | -0.044 | -0.164 | 0.754 | 1.000 | -0.507 | -0.508 | 0.250 | 0.171 | 0.295 | 0.207 | 0.078 | 0.725 | 0.913 | 0.093 | 0.072 | 0.179 | 0.204 | -0.124 | 0.110 |
| Pressure3pm | -0.156 | -0.141 | -0.403 | 0.009 | 0.130 | -0.380 | -0.507 | 1.000 | 0.968 | -0.395 | 0.278 | 0.398 | -0.301 | -0.058 | -0.356 | -0.510 | 0.120 | 0.101 | 0.118 | -0.497 | -0.307 | -0.160 |
| Pressure9am | -0.154 | -0.180 | -0.384 | -0.082 | 0.126 | -0.288 | -0.508 | 0.968 | 1.000 | -0.365 | 0.336 | 0.377 | -0.383 | -0.013 | -0.260 | -0.467 | 0.083 | 0.135 | 0.113 | -0.526 | -0.347 | -0.268 |
| RISK_MM | 0.447 | 0.357 | 0.016 | 0.369 | 0.230 | 0.032 | 0.250 | -0.395 | -0.365 | 1.000 | 0.141 | 0.729 | 0.257 | -0.446 | 0.003 | 0.183 | 0.054 | 0.118 | 0.051 | 0.191 | 0.030 | 0.074 |
| RainToday | 0.213 | 0.311 | 0.000 | 0.319 | 0.176 | 0.000 | 0.171 | 0.278 | 0.336 | 0.141 | 1.000 | 0.160 | 0.721 | 0.162 | 0.000 | 0.045 | 0.164 | 0.181 | 0.063 | 0.205 | 0.000 | 0.281 |
| RainTomorrow | 0.391 | 0.292 | 0.000 | 0.351 | 0.223 | 0.146 | 0.295 | 0.398 | 0.377 | 0.729 | 0.160 | 1.000 | 0.169 | 0.364 | 0.127 | 0.159 | 0.000 | 0.164 | 0.252 | 0.337 | 0.156 | 0.137 |
| Rainfall | 0.190 | 0.313 | -0.111 | 0.390 | 0.240 | -0.129 | 0.207 | -0.301 | -0.383 | 0.257 | 0.721 | 0.169 | 1.000 | -0.238 | -0.139 | 0.034 | 0.120 | 0.000 | 0.000 | 0.168 | 0.123 | 0.254 |
| Sunshine | -0.638 | -0.714 | 0.395 | -0.741 | -0.527 | 0.478 | 0.078 | -0.058 | -0.013 | -0.446 | 0.162 | 0.364 | -0.238 | 1.000 | 0.496 | 0.267 | 0.083 | 0.000 | 0.074 | 0.091 | -0.003 | -0.153 |
| Temp3pm | -0.141 | -0.201 | 0.676 | -0.564 | -0.295 | 0.991 | 0.725 | -0.356 | -0.260 | 0.003 | 0.000 | 0.127 | -0.139 | 0.496 | 1.000 | 0.855 | 0.084 | 0.000 | 0.142 | 0.050 | -0.271 | -0.278 |
| Temp9am | 0.073 | 0.024 | 0.703 | -0.263 | -0.366 | 0.878 | 0.913 | -0.510 | -0.467 | 0.183 | 0.045 | 0.159 | 0.034 | 0.267 | 0.855 | 1.000 | 0.077 | 0.000 | 0.139 | 0.234 | -0.091 | 0.006 |
| WindDir3pm | 0.057 | 0.046 | 0.000 | 0.083 | 0.000 | 0.071 | 0.093 | 0.120 | 0.083 | 0.054 | 0.164 | 0.000 | 0.120 | 0.083 | 0.084 | 0.077 | 1.000 | 0.118 | 0.278 | 0.052 | 0.151 | 0.109 |
| WindDir9am | 0.000 | 0.062 | 0.023 | 0.000 | 0.000 | 0.091 | 0.072 | 0.101 | 0.135 | 0.118 | 0.181 | 0.164 | 0.000 | 0.000 | 0.000 | 0.000 | 0.118 | 1.000 | 0.145 | 0.132 | 0.141 | 0.154 |
| WindGustDir | 0.099 | 0.119 | 0.135 | 0.000 | 0.000 | 0.130 | 0.179 | 0.118 | 0.113 | 0.051 | 0.063 | 0.252 | 0.000 | 0.074 | 0.142 | 0.139 | 0.278 | 0.145 | 1.000 | 0.133 | 0.158 | 0.112 |
| WindGustSpeed | 0.004 | 0.010 | 0.290 | -0.066 | -0.363 | 0.082 | 0.204 | -0.497 | -0.526 | 0.191 | 0.205 | 0.337 | 0.168 | 0.091 | 0.050 | 0.234 | 0.052 | 0.132 | 0.133 | 1.000 | 0.668 | 0.434 |
| WindSpeed3pm | 0.006 | 0.002 | 0.003 | 0.053 | -0.234 | -0.253 | -0.124 | -0.307 | -0.347 | 0.030 | 0.000 | 0.156 | 0.123 | -0.003 | -0.271 | -0.091 | 0.151 | 0.141 | 0.158 | 0.668 | 1.000 | 0.385 |
| WindSpeed9am | 0.004 | 0.221 | 0.033 | 0.271 | -0.205 | -0.258 | 0.110 | -0.160 | -0.268 | 0.074 | 0.281 | 0.137 | 0.254 | -0.153 | -0.278 | 0.006 | 0.109 | 0.154 | 0.112 | 0.434 | 0.385 | 1.000 |
Missing values
Sample
| MinTemp | MaxTemp | Rainfall | Evaporation | Sunshine | WindGustDir | WindGustSpeed | WindDir9am | WindDir3pm | WindSpeed9am | WindSpeed3pm | Humidity9am | Humidity3pm | Pressure9am | Pressure3pm | Cloud9am | Cloud3pm | Temp9am | Temp3pm | RainToday | RISK_MM | RainTomorrow | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 8.0 | 24.3 | 0.0 | 3.4 | 6.3 | NW | 30.0 | SW | NW | 6.0 | 20 | 68 | 29 | 1019.7 | 1015.0 | 7 | 7 | 14.4 | 23.6 | No | 3.6 | Yes |
| 1 | 14.0 | 26.9 | 3.6 | 4.4 | 9.7 | ENE | 39.0 | E | W | 4.0 | 17 | 80 | 36 | 1012.4 | 1008.4 | 5 | 3 | 17.5 | 25.7 | Yes | 3.6 | Yes |
| 2 | 13.7 | 23.4 | 3.6 | 5.8 | 3.3 | NW | 85.0 | N | NNE | 6.0 | 6 | 82 | 69 | 1009.5 | 1007.2 | 8 | 7 | 15.4 | 20.2 | Yes | 39.8 | Yes |
| 3 | 13.3 | 15.5 | 39.8 | 7.2 | 9.1 | NW | 54.0 | WNW | W | 30.0 | 24 | 62 | 56 | 1005.5 | 1007.0 | 2 | 7 | 13.5 | 14.1 | Yes | 2.8 | Yes |
| 4 | 7.6 | 16.1 | 2.8 | 5.6 | 10.6 | SSE | 50.0 | SSE | ESE | 20.0 | 28 | 68 | 49 | 1018.3 | 1018.5 | 7 | 7 | 11.1 | 15.4 | Yes | 0.0 | No |
| 5 | 6.2 | 16.9 | 0.0 | 5.8 | 8.2 | SE | 44.0 | SE | E | 20.0 | 24 | 70 | 57 | 1023.8 | 1021.7 | 7 | 5 | 10.9 | 14.8 | No | 0.2 | No |
| 6 | 6.1 | 18.2 | 0.2 | 4.2 | 8.4 | SE | 43.0 | SE | ESE | 19.0 | 26 | 63 | 47 | 1024.6 | 1022.2 | 4 | 6 | 12.4 | 17.3 | No | 0.0 | No |
| 7 | 8.3 | 17.0 | 0.0 | 5.6 | 4.6 | E | 41.0 | SE | E | 11.0 | 24 | 65 | 57 | 1026.2 | 1024.2 | 6 | 7 | 12.1 | 15.5 | No | 0.0 | No |
| 8 | 8.8 | 19.5 | 0.0 | 4.0 | 4.1 | S | 48.0 | E | ENE | 19.0 | 17 | 70 | 48 | 1026.1 | 1022.7 | 7 | 7 | 14.1 | 18.9 | No | 16.2 | Yes |
| 9 | 8.4 | 22.8 | 16.2 | 5.4 | 7.7 | E | 31.0 | S | ESE | 7.0 | 6 | 82 | 32 | 1024.1 | 1020.7 | 7 | 1 | 13.3 | 21.7 | Yes | 0.0 | No |
| MinTemp | MaxTemp | Rainfall | Evaporation | Sunshine | WindGustDir | WindGustSpeed | WindDir9am | WindDir3pm | WindSpeed9am | WindSpeed3pm | Humidity9am | Humidity3pm | Pressure9am | Pressure3pm | Cloud9am | Cloud3pm | Temp9am | Temp3pm | RainToday | RISK_MM | RainTomorrow | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 355 | 9.0 | 20.6 | 0.0 | 9.0 | 6.2 | ENE | 39.0 | S | SW | 11.0 | 11 | 54 | 28 | 1022.3 | 1018.6 | 7 | 5 | 11.4 | 18.5 | No | 0.8 | No |
| 356 | 3.4 | 15.0 | 0.8 | 4.8 | 11.7 | S | 70.0 | S | S | 35.0 | 37 | 43 | 24 | 1023.4 | 1023.1 | 1 | 5 | 8.3 | 14.3 | No | 0.0 | No |
| 357 | 3.2 | 18.0 | 0.0 | 7.4 | 12.2 | SSE | 48.0 | SSE | S | 26.0 | 15 | 47 | 25 | 1026.6 | 1022.8 | 1 | 2 | 9.1 | 16.3 | No | 0.0 | No |
| 358 | 0.9 | 20.7 | 0.0 | 5.4 | 8.4 | NNW | 39.0 | SSE | N | 2.0 | 17 | 71 | 29 | 1023.2 | 1018.4 | 3 | 8 | 9.4 | 19.1 | No | 0.0 | No |
| 359 | 3.3 | 25.5 | 0.0 | 5.2 | 10.8 | N | 43.0 | N | NNW | 4.0 | 19 | 57 | 16 | 1018.8 | 1014.6 | 0 | 3 | 12.0 | 24.8 | No | 0.0 | No |
| 361 | 9.0 | 30.7 | 0.0 | 7.6 | 12.1 | NNW | 76.0 | SSE | NW | 7.0 | 50 | 38 | 15 | 1016.1 | 1010.8 | 1 | 3 | 20.4 | 30.0 | No | 0.0 | No |
| 362 | 7.1 | 28.4 | 0.0 | 11.6 | 12.7 | N | 48.0 | NNW | NNW | 2.0 | 19 | 45 | 22 | 1020.0 | 1016.9 | 0 | 1 | 17.2 | 28.2 | No | 0.0 | No |
| 363 | 12.5 | 19.9 | 0.0 | 8.4 | 5.3 | ESE | 43.0 | ENE | ENE | 11.0 | 9 | 63 | 47 | 1024.0 | 1022.8 | 3 | 2 | 14.5 | 18.3 | No | 0.0 | No |
| 364 | 12.5 | 26.9 | 0.0 | 5.0 | 7.1 | NW | 46.0 | SSW | WNW | 6.0 | 28 | 69 | 39 | 1021.0 | 1016.2 | 6 | 7 | 15.8 | 25.9 | No | 0.0 | No |
| 365 | 12.3 | 30.2 | 0.0 | 6.0 | 12.6 | NW | 78.0 | NW | WNW | 31.0 | 35 | 43 | 13 | 1009.6 | 1009.2 | 1 | 1 | 23.8 | 28.6 | No | 0.0 | No |